Harbor
Hugging Face
| Feature | Harbor | Hugging Face |
|---|---|---|
| Pricing | Free only | Free / from $9/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.3 / 5 | 4.7 / 5 |
| Best For | enterprise-devops, container-teams, security-teams, regulated-industries | ml-engineers, researchers, data-scientists, ai-startups |
| Founded | 2016 | 2016 |
| Container Registry | ✓ | ✗ |
| Vulnerability Scanning | ✓ | ✗ |
| Rbac | ✓ | ✗ |
| Image Signing | ✓ | ✗ |
| Replication | ✓ | ✗ |
| Garbage Collection | ✓ | ✗ |
| Audit Logs | ✓ | ✗ |
| Model Hub | ✗ | ✓ |
| Datasets | ✗ | ✓ |
| Spaces | ✗ | ✓ |
| Inference Api | ✗ | ✓ |
| Transformers Library | ✗ | ✓ |
| Autotrain | ✗ | ✓ |
✓ Harbor Pros
- Completely free and CNCF graduated project
- Built-in vulnerability scanning (Trivy integration)
- Image signing and policy enforcement
- Multi-registry replication for geo-distribution
✗ Harbor Cons
- Requires self-hosting and infrastructure management
- UI is functional but not modern
- Initial setup complexity for production
✓ Hugging Face Pros
- Largest model repository
- Active open-source community
- Easy model deployment
- Spaces for demos
✗ Hugging Face Cons
- Inference API can be slow on free tier
- Enterprise features expensive
- Not all models are production-ready
The Verdict
Harbor is built for enterprise devops and container teams, with a focus on container-registry and vulnerability-scanning. Hugging Face targets ml engineers and researchers and leads with model-hub and datasets.
Harbor uses custom enterprise pricing, while Hugging Face starts at $9/mo — a tangible advantage for teams with a fixed budget.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Hugging Face edges out on user ratings (4.7 vs 4.3). While both are well-regarded, that gap reflects real differences in user satisfaction worth considering.
Feature-wise, Harbor offers broader built-in capabilities (7 features vs 6), while Hugging Face takes a more focused approach — which can mean a simpler, faster onboarding experience.
Bottom line: Hugging Face has a slight overall edge — but if completely free and cncf graduated project matters most to you, Harbor may still be the right call.